A production request path returns inconsistent decisions during retries and concurrent updates. The affected area is upload service.
Repair the upload service performance telemetry implementation so it computes a fixed-width rolling average in event order.
Evidence
- Affected surface: FastAPI / upload service.
- Observed failure family: compute rolling metrics.
- Scope policy: retained must equal true.